3 station compare
2024-05-23
Part 1 90th percentile
1.1 ALL station 90th compare
1.2 different YVR data
compare 90th percentile of original YVR and YVR with base period 1961-1990
part 2 scatter plot
2.1 TOP 20 scatter plot between 2 stations
Display the color point in bar
## $Kamloops_vs_Prince_George
## # A tibble: 11 × 2
## Year unique_count_Kamloops_vs_Prince_George
## <int> <int>
## 1 1961 1
## 2 1971 1
## 3 1979 1
## 4 1983 1
## 5 1998 1
## 6 2003 1
## 7 2006 4
## 8 2007 2
## 9 2009 1
## 10 2014 1
## 11 2021 5
##
## $Kamloops_vs_YVR
## # A tibble: 10 × 2
## Year unique_count_Kamloops_vs_YVR
## <int> <int>
## 1 1960 1
## 2 1961 1
## 3 1990 1
## 4 1998 1
## 5 2006 2
## 6 2009 4
## 7 2017 1
## 8 2018 1
## 9 2021 5
## 10 2022 2
##
## $Kamloops_vs_Kelowna
## # A tibble: 11 × 2
## Year unique_count_Kamloops_vs_Kelowna
## <int> <int>
## 1 1971 1
## 2 1979 2
## 3 1994 2
## 4 1998 2
## 5 2003 1
## 6 2006 1
## 7 2015 1
## 8 2018 1
## 9 2021 5
## 10 2022 2
## 11 2023 1
##
## $Prince_George_vs_YVR
## # A tibble: 12 × 2
## Year unique_count_Prince_George_vs_YVR
## <int> <int>
## 1 1942 1
## 2 1951 1
## 3 1960 1
## 4 1961 1
## 5 1965 1
## 6 1981 1
## 7 1983 1
## 8 1990 3
## 9 1998 2
## 10 2006 1
## 11 2009 2
## 12 2021 4
##
## $Prince_George_vs_Kelowna
## # A tibble: 10 × 2
## Year unique_count_Prince_George_vs_Kelowna
## <int> <int>
## 1 1971 2
## 2 1979 1
## 3 1983 1
## 4 1994 2
## 5 1998 1
## 6 2003 1
## 7 2006 3
## 8 2007 2
## 9 2021 5
## 10 2022 1
##
## $YVR_vs_Kelowna
## # A tibble: 10 × 2
## Year unique_count_YVR_vs_Kelowna
## <int> <int>
## 1 1941 2
## 2 1990 1
## 3 1992 1
## 4 1994 1
## 5 1998 1
## 6 2002 1
## 7 2009 4
## 8 2020 1
## 9 2021 5
## 10 2022 2## $Kamloops_vs_Prince_George
## # A tibble: 11 × 2
## YearMonth unique_count_Kamloops_vs_Prince_George
## <chr> <int>
## 1 1961-7 1
## 2 1971-7 1
## 3 1979-7 1
## 4 1983-5 1
## 5 1998-7 1
## 6 2003-7 1
## 7 2006-7 4
## 8 2007-7 2
## 9 2009-7 1
## 10 2014-7 1
## 11 2021-6 5
##
## $Kamloops_vs_YVR
## # A tibble: 10 × 2
## YearMonth unique_count_Kamloops_vs_YVR
## <chr> <int>
## 1 1960-8 1
## 2 1961-7 1
## 3 1990-8 1
## 4 1998-7 1
## 5 2006-7 2
## 6 2009-7 4
## 7 2017-8 1
## 8 2018-8 1
## 9 2021-6 5
## 10 2022-7 2
##
## $Kamloops_vs_Kelowna
## # A tibble: 12 × 2
## YearMonth unique_count_Kamloops_vs_Kelowna
## <chr> <int>
## 1 1971-7 1
## 2 1979-7 2
## 3 1994-7 2
## 4 1998-7 1
## 5 1998-8 1
## 6 2003-7 1
## 7 2006-7 1
## 8 2015-6 1
## 9 2018-8 1
## 10 2021-6 5
## 11 2022-7 2
## 12 2023-8 1
##
## $Prince_George_vs_YVR
## # A tibble: 12 × 2
## YearMonth unique_count_Prince_George_vs_YVR
## <chr> <int>
## 1 1942-7 1
## 2 1951-7 1
## 3 1960-8 1
## 4 1961-7 1
## 5 1965-7 1
## 6 1981-8 1
## 7 1983-5 1
## 8 1990-8 3
## 9 1998-7 2
## 10 2006-7 1
## 11 2009-7 2
## 12 2021-6 4
##
## $Prince_George_vs_Kelowna
## # A tibble: 11 × 2
## YearMonth unique_count_Prince_George_vs_Kelowna
## <chr> <int>
## 1 1971-7 1
## 2 1971-8 1
## 3 1979-7 1
## 4 1983-5 1
## 5 1994-7 2
## 6 1998-7 1
## 7 2003-7 1
## 8 2006-7 3
## 9 2007-7 2
## 10 2021-6 5
## 11 2022-7 1
##
## $YVR_vs_Kelowna
## # A tibble: 10 × 2
## YearMonth unique_count_YVR_vs_Kelowna
## <chr> <int>
## 1 1941-7 2
## 2 1990-8 1
## 3 1992-6 1
## 4 1994-7 1
## 5 1998-7 1
## 6 2002-6 1
## 7 2009-7 4
## 8 2020-8 1
## 9 2021-6 5
## 10 2022-7 22.2 TOP 20-35 scatter plot between 2 stations
Display the color point in bar
## $Kamloops_vs_Prince_George
## # A tibble: 13 × 2
## Year unique_count_Kamloops_vs_Prince_George
## <int> <int>
## 1 1960 1
## 2 1965 1
## 3 1969 1
## 4 1971 1
## 5 1981 3
## 6 1994 2
## 7 1998 1
## 8 2007 1
## 9 2009 1
## 10 2013 1
## 11 2014 1
## 12 2018 1
## 13 2022 2
##
## $Kamloops_vs_YVR
## # A tibble: 14 × 2
## Year unique_count_Kamloops_vs_YVR
## <int> <int>
## 1 1951 1
## 2 1967 1
## 3 1983 1
## 4 1994 2
## 5 1996 1
## 6 1998 2
## 7 2006 1
## 8 2009 1
## 9 2014 1
## 10 2017 1
## 11 2018 1
## 12 2020 1
## 13 2022 2
## 14 2023 1
##
## $Kamloops_vs_Kelowna
## # A tibble: 12 × 2
## Year unique_count_Kamloops_vs_Kelowna
## <int> <int>
## 1 1971 2
## 2 1975 1
## 3 1998 1
## 4 2003 1
## 5 2004 1
## 6 2006 1
## 7 2008 2
## 8 2009 1
## 9 2015 2
## 10 2018 1
## 11 2021 1
## 12 2022 3
##
## $Prince_George_vs_YVR
## # A tibble: 14 × 2
## Year unique_count_Prince_George_vs_YVR
## <int> <int>
## 1 1942 1
## 2 1960 1
## 3 1969 2
## 4 1971 1
## 5 1990 1
## 6 1998 1
## 7 2006 1
## 8 2007 1
## 9 2009 2
## 10 2013 2
## 11 2018 1
## 12 2021 1
## 13 2022 1
## 14 2023 1
##
## $Prince_George_vs_Kelowna
## # A tibble: 12 × 2
## Year unique_count_Prince_George_vs_Kelowna
## <int> <int>
## 1 1944 1
## 2 1961 1
## 3 1965 1
## 4 1971 1
## 5 1975 1
## 6 1981 3
## 7 1987 1
## 8 1992 1
## 9 1998 2
## 10 2006 2
## 11 2009 2
## 12 2015 1
##
## $YVR_vs_Kelowna
## # A tibble: 11 × 2
## Year unique_count_YVR_vs_Kelowna
## <int> <int>
## 1 1960 1
## 2 1961 2
## 3 1967 1
## 4 1971 4
## 5 1985 1
## 6 1987 1
## 7 1994 1
## 8 1998 2
## 9 2009 2
## 10 2018 1
## 11 2022 1## $Kamloops_vs_Prince_George
## # A tibble: 13 × 2
## YearMonth unique_count_Kamloops_vs_Prince_George
## <chr> <int>
## 1 1960-8 1
## 2 1965-7 1
## 3 1969-6 1
## 4 1971-7 1
## 5 1981-8 3
## 6 1994-7 2
## 7 1998-7 1
## 8 2007-7 1
## 9 2009-7 1
## 10 2013-7 1
## 11 2014-7 1
## 12 2018-7 1
## 13 2022-7 2
##
## $Kamloops_vs_YVR
## # A tibble: 14 × 2
## YearMonth unique_count_Kamloops_vs_YVR
## <chr> <int>
## 1 1951-7 1
## 2 1967-8 1
## 3 1983-5 1
## 4 1994-7 2
## 5 1996-7 1
## 6 1998-7 2
## 7 2006-7 1
## 8 2009-7 1
## 9 2014-7 1
## 10 2017-8 1
## 11 2018-7 1
## 12 2020-8 1
## 13 2022-7 2
## 14 2023-7 1
##
## $Kamloops_vs_Kelowna
## # A tibble: 15 × 2
## YearMonth unique_count_Kamloops_vs_Kelowna
## <chr> <int>
## 1 1971-7 1
## 2 1971-8 1
## 3 1975-7 1
## 4 1998-7 1
## 5 2003-7 1
## 6 2004-8 1
## 7 2006-7 1
## 8 2008-6 1
## 9 2008-8 1
## 10 2009-7 1
## 11 2015-6 1
## 12 2015-7 1
## 13 2018-7 1
## 14 2021-7 1
## 15 2022-7 3
##
## $Prince_George_vs_YVR
## # A tibble: 15 × 2
## YearMonth unique_count_Prince_George_vs_YVR
## <chr> <int>
## 1 1942-8 1
## 2 1960-7 1
## 3 1969-6 2
## 4 1971-7 1
## 5 1990-8 1
## 6 1998-7 1
## 7 2006-7 1
## 8 2007-7 1
## 9 2009-7 2
## 10 2013-6 1
## 11 2013-7 1
## 12 2018-7 1
## 13 2021-8 1
## 14 2022-7 1
## 15 2023-7 1
##
## $Prince_George_vs_Kelowna
## # A tibble: 12 × 2
## YearMonth unique_count_Prince_George_vs_Kelowna
## <chr> <int>
## 1 1944-7 1
## 2 1961-7 1
## 3 1965-7 1
## 4 1971-7 1
## 5 1975-7 1
## 6 1981-8 3
## 7 1987-7 1
## 8 1992-6 1
## 9 1998-7 2
## 10 2006-7 2
## 11 2009-7 2
## 12 2015-7 1
##
## $YVR_vs_Kelowna
## # A tibble: 12 × 2
## YearMonth unique_count_YVR_vs_Kelowna
## <chr> <int>
## 1 1960-8 1
## 2 1961-7 2
## 3 1967-8 1
## 4 1971-7 2
## 5 1971-8 2
## 6 1985-7 1
## 7 1987-6 1
## 8 1994-7 1
## 9 1998-7 2
## 10 2009-7 2
## 11 2018-8 1
## 12 2022-7 12.3 correlation between scatter plot of YVR_era5 vs YVR temp station.
Fit a Linear Model Generate 95% Prediction Intervals as reference
lines
Part 3: line segment plot
3.1 line segment for 4 temp station, 3 day HW
YVR: 1937-2024 Prince_George: 1942-2024 Kamloops: 1951-2024 Kelowna: 1899-2024 #### line segment 3 day
## begin end starttemp endtemp year month
## 1 1937-03-03 1937-03-05 14.4 14.4 1937 3
## 2 1937-10-27 1937-10-29 15.6 17.2 1937 10
## 3 1937-11-20 1937-11-22 11.7 12.8 1937 11
## 4 1937-12-11 1937-12-14 11.1 12.8 1937 12
## 5 1938-05-19 1938-05-24 20.6 23.3 1938 5
## 6 1939-03-21 1939-03-23 17.8 14.4 1939 3
3.2 line segment for 4 temp station, 5 day HW
YVR: 1937-2024 Prince_George: 1942-2024 Kamloops: 1951-2024 Kelowna: 1899-2024 #### line segment 5 day
## begin end starttemp endtemp year month
## 1 1937-03-03 1937-03-05 14.4 14.4 1937 3
## 2 1937-10-27 1937-10-29 15.6 17.2 1937 10
## 3 1937-11-20 1937-11-22 11.7 12.8 1937 11
## 4 1937-12-11 1937-12-14 11.1 12.8 1937 12
## 5 1938-05-19 1938-05-24 20.6 23.3 1938 5
## 6 1939-03-21 1939-03-23 17.8 14.4 1939 3
3.3 line segment 2 yvr compare, for HW over 3 days
## begin end starttemp endtemp year month
## 1 1937-03-03 1937-03-05 14.4 14.4 1937 3
## 2 1937-10-27 1937-10-29 15.6 17.2 1937 10
## 3 1937-11-20 1937-11-22 11.7 12.8 1937 11
## 4 1937-12-11 1937-12-14 11.1 12.8 1937 12
## 5 1938-05-19 1938-05-24 20.6 23.3 1938 5
## 6 1939-03-21 1939-03-23 17.8 14.4 1939 3
3.4 3 temp stations vs YVR_30_year_based, for HW last 3 day
## begin end starttemp endtemp year month
## 1 1937-03-03 1937-03-05 14.4 14.4 1937 3
## 2 1937-10-27 1937-10-29 15.6 17.2 1937 10
## 3 1937-11-20 1937-11-22 11.7 12.8 1937 11
## 4 1937-12-11 1937-12-14 11.1 12.8 1937 12
## 5 1938-05-19 1938-05-24 20.6 23.3 1938 5
## 6 1939-03-21 1939-03-23 17.8 14.4 1939 3
Part 4: Excel table summary for temp diff
